Projects per year
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Collaborations and top research areas from the last five years
Projects
- 2 Active
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Drop by Drop: Facilitating the Energy-saving Behavior of Smart House/Office Inhabitants using AI and Gamification
Klemke, R., Iren, D. & Peters, G. Y.
1/07/22 → 1/07/26
Project: Research
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Sense the classroom: AI-supported synchronous online education for a resilient new normal
Klemke, R., Iren, D. & Urlings, C.
1/09/21 → 31/08/25
Project: Research
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Augmented Reality and Affective Computing for Nonverbal Interaction Support of the Visually Impaired
Iren, Y. D., Shingjergji, K., Urlings, C. C. J., Klemke, R., Böttger, F., Meindert Osinga, J., van de Goor, S., Bustowski, D. & Passariello-Jansen, J., 25 Mar 2023, Proceedings - 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023. IEEE, p. 360- 363 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review
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Explainable machine learning for predicting the mechanical properties in bainitic steels
Ackermann, M., Iren, D. & Yao, Y., Jun 2023, In: Materials and Design. 230, 111946.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Eyes on the prize: eye tracking for business value
Hermens, F. & Iren, Y. D., Feb 2023, Open Universiteit. 5 p. (Actionable Data Science Whitepaper Series; No. 1, Vol. 2).Research output: Book/Report › Technical report › Academic
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Interpretable Explainability for Face Expression Recognition
Shingjergi, K., Iren, Y. D., Klemke, R., Urlings, C. C. J. & Böttger, F., 16 Mar 2023, Heterodox Methods for Interpretable and Efficient Artificial Intelligence, 2022. Zenodo, 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review
Open AccessFile56 Downloads (Pure) -
Algorithmic Decision Making and Model Explainability Preferences in the Insurance Industry: A Delphi Study
Schotman, E. & Iren, Y. D., 15 Nov 2022, 2022 IEEE 24th Conference on Business Informatics (CBI). IEEE, p. 235-242 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review
Datasets
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Aachen-Heerlen Annotated Steel Microstructure Dataset
Pujar, G. (Contributor), Ackermann, M. (Contributor), Iren, D. (Creator), Krupp, U. (Creator), Bromuri, S. (Creator), Gorfer, J. (Creator) & Wesselmecking, S. (Creator), figshare, 19 May 2021
DOI: 10.6084/m9.figshare.c.5185004.v1, https://doi.org/10.6084%2Fm9.figshare.c.5185004.v1
Dataset
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Metadata record for: Aachen-Heerlen annotated steel microstructure dataset
Iren, D. (Contributor), Krupp, U. (Contributor), Gorfer, J. (Contributor), Wesselmecking, S. (Contributor), Pujar, G. (Contributor), Bromuri, S. (Contributor) & Ackermann, M. (Contributor), figshare, 25 May 2021
DOI: 10.6084/m9.figshare.14045789.v1, https://doi.org/10.6084%2Fm9.figshare.14045789.v1
Dataset
Prizes
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Literati - Highly Commended
Iren, Deniz (Recipient), 27 Oct 2022
Prize: Prize (including medals and awards) › Academic
File -
Responsible Research in Business and Management Honor Roll
Iren, Deniz (Recipient), 2022
Prize: Prize (including medals and awards) › Academic
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Robert Johnston Award
Iren, Deniz (Recipient), 21 Jun 2022
Prize: Prize (including medals and awards) › Academic
File -
RRBM Honor Roll
Henkel, Alex (Recipient), Bromuri, Stefano (Recipient) & Iren, Deniz (Recipient), 2022
Prize: Prize (including medals and awards) › Academic
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Immersive Multimodal Training Environments for Psychomotor Skills Training
Khaleel Asyraaf Mat Sanusi (Speaker), Deniz Iren (Speaker) & Roland Klemke (Speaker)
20 Sept 2021 → 21 Sept 2021Activity: Talk or presentation types › Talk or presentation (not at a conference) › Academic
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Krist Shingjergji PhD supervision
Deniz Iren (Supervisor)
1 Sept 2021 → 31 Aug 2025Activity: PhD supervision and PhD examination types › PhD examination › Academic